A deep learning approach for fast muscle water T2 mapping with subject specific fat T2 calibration from multi-spin-echo acquisitions

This work presents a deep learning approach for rapid and accurate muscle water T 2 with subject-specific fat T 2 calibration using multi-spin-echo acquisitions. This method addresses the computational limitations of conventional bi-component Extended Phase Graph fitting methods (nonlinear-least-squ...

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Bibliographic Details
Published in:	Scientific reports Vol. 14; no. 1; pp. 8253 - 11
Main Authors:	Barbieri, Marco, Hooijmans, Melissa T., Moulin, Kevin, Cork, Tyler E., Ennis, Daniel B., Gold, Garry E., Kogan, Feliks, Mazzoli, Valentina
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 08.04.2024 Nature Publishing Group Nature Portfolio
Subjects:	631/1647/245/1628 639/166/985 Algorithms Brain Calibration Computer applications Correlation coefficient Deep Learning Dictionaries Humanities and Social Sciences Image Processing, Computer-Assisted - methods Information processing Magnetic Resonance Imaging - methods multidisciplinary Muscles - diagnostic imaging Neural networks Phantoms, Imaging Science Science (multidisciplinary) Water
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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